AI Agents Can Sometimes Get Stuck in Loops: Here's Why

AI agent loops are not always reasoning or memory bugs. They often happen when an agent can keep acting outward but cannot translate failure into a new internal state. A reliable agent needs recovery architecture: goals, assumptions, boundaries, feedback, state transitions, and a different next move.